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2020 – today
- 2024
[c3]Avital Shafran, Eran Malach, Thomas Ristenpart, Gil Segev, Stefano Tessaro:
Is ML-Based Cryptanalysis Inherently Limited? Simulating Cryptographic Adversaries via Gradient-Based Methods. CRYPTO (6) 2024: 37-71- [i5]Avital Shafran, Roei Schuster, Vitaly Shmatikov:
Machine Against the RAG: Jamming Retrieval-Augmented Generation with Blocker Documents. CoRR abs/2406.05870 (2024) - [i4]Avital Shafran, Eran Malach, Thomas Ristenpart, Gil Segev, Stefano Tessaro:
Is ML-Based Cryptanalysis Inherently Limited? Simulating Cryptographic Adversaries via Gradient-Based Methods. IACR Cryptol. ePrint Arch. 2024: 1126 (2024) - 2023
- [i3]Avital Shafran, Ilia Shumailov, Murat A. Erdogdu, Nicolas Papernot:
Beyond Labeling Oracles: What does it mean to steal ML models? CoRR abs/2310.01959 (2023) - 2021
- [c2]Avital Shafran, Gil Segev, Shmuel Peleg, Yedid Hoshen:
Crypto-Oriented Neural Architecture Design. ICASSP 2021: 2680-2684 - [c1]Avital Shafran, Shmuel Peleg, Yedid Hoshen:
Membership Inference Attacks are Easier on Difficult Problems. ICCV 2021: 14800-14809 - [i2]Avital Shafran, Shmuel Peleg, Yedid Hoshen:
Reconstruction-Based Membership Inference Attacks are Easier on Difficult Problems. CoRR abs/2102.07762 (2021)
2010 – 2019
- 2019
- [i1]Avital Shafran, Gil Segev, Shmuel Peleg, Yedid Hoshen:
Crypto-Oriented Neural Architecture Design. CoRR abs/1911.12322 (2019)
Coauthor Index
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